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Dr Lalit Garg
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Dr Lalit Garg

Dr Lalit Garg

B.E.(Bark.),P.G.D.I.T.(IIITM),Ph.D.(Ulster)

Senior Lecturer
Computer Information Systems
Faculty of Information & Communication Technology
Level 1, Block A
Room 28
ICT Building
University of Malta
Msida
contact+356 2340 2112

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Research Interests & Publications

Research Interests

  • Modelling & simulation, Information systems, Operational research and forecasting
  • Health & social care modelling and Missing data analysis
  • Biomedical computing, Neuroimaging, Metabolomics and personalised medicine
  • Knowledge discovery and data mining
  • E-learning, human-computer interaction, cloud computing, and pervasive computing


Selected Publications

Garg, L., Dauwels, J., Earnest, A. & Leong, K.P. 2014, "Tensor-Based Methods for Handling Missing Data in Quality-of-Life Questionnaires", Biomedical and Health Informatics, IEEE Journal of, vol. 18, no. 5, pp. 1571-1580.

McClean, S., Garg, L. & Fullerton, K. 2014, "Costing Mixed Coxian Phase-type Systems with Poisson Arrivals", Communications in Statistics-Theory and Methods, vol. 43, no. 7, pp. 1437-1452.

McClean, S., Gillespie, J., Garg, L., Barton, M., Scotney, B. & Kullerton, K. 2014, "Using phase-type models to cost stroke patient care across health, social and community services", European Journal of Operational Research, vol. 236, no. 1, pp. 190-199.

Garg, L., McClean, S., Barton, M., Meenan, B. & Fullerton, K. 2013, "An Extended Mixture Distribution Survival Tree for Patient Pathway Prognostication", Communications in Statistics-Theory and Methods, vol. 42, no. 16, pp. 2912-2934.

Garg, L., McClean, S.I., Barton, M., Meenan, B.J. & Fullerton, K. 2012, "Intelligent Patient Management and Resource Planning for Complex, Heterogeneous, and Stochastic Healthcare Systems", Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on, vol. 42, no. 6, pp. 1332-1345.

Garg, L., McCLEAN, S., Meenan, B.J. & Millard, P. 2011, "Phase-type survival trees and mixed distribution survival trees for clustering patients' hospital length of stay", Informatica, vol. 22, no. 1, pp. 57-72.

Jahangirian, M., Eldabi, T., Garg, L., Jun, G.T., Naseer, A., Patel, B., Stergioulas, L. & Young, T. 2011, "A rapid review method for extremely large corpora of literature: Applications to the domains of modelling, simulation, and management", International Journal of Information Management, vol. 31, no. 3, pp. 234-243.

McClean, S., Barton, M., Garg, L. & Fullerton, K. 2011, "A modeling framework that combines Markov models and discrete-event simulation for stroke patient care", ACM Transactions on Modeling and Computer Simulation (TOMACS), vol. 21, no. 4, pp. 25.

Garg, L., McClean, S., Meenan, B. & Millard, P. 2010, "A non-homogeneous discrete time Markov model for admission scheduling and resource planning in a cost or capacity constrained healthcare system", Health care management science, vol. 13, no. 2, pp. 155-169.

Garg, L., McClean, S., Meenan, B. & Millard, P. 2009, "Non-homogeneous Markov models for sequential pattern mining of healthcare data", IMA Journal of Management Mathematics, vol. 20, no. 4, pp. 327-344.

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